Real-time Analytics and Data Processing with Kafka & Spark

Written by algoscale | Published 2022/07/04
Tech Story Tags: apache-kafka | apache-spark | spark | kafka | data-processing | real-time-analytics | big-data-processing | good-company

TLDRWhen building software or web applications, you can add analytics, but what does it mean to be real-time? Generally speaking, there are three types of analytics. The first one is dashboards and BI tools. These are normally used for internal purposes. The second one is user-facing analytics. These are analytics you provide to the end-users of your software or web applications. The third one is machine-learning, machine-powered, or machine-fed type of analytics. These are when you feed analytics or events directly into your systems and then have your systems do the processing automatically—like anomaly detection or fraud detection.  via the TL;DR App

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Written by algoscale | Algoscale is a Data consulting company covering data engineering, applied AI, data science, & product engineering.
Published by HackerNoon on 2022/07/04